Deep Learning

Adversarial Learning Based Knowledge Distillation on 3D Point Clouds WACV 2025 Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025 Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation ICLR 2025 Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian ICML 2025 Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI ICLR 2025 Adversarial Perturbations Improve Generalization of Confidence Prediction in Medical Image Segmentation MIDL 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 Adversarial Purification via Super-Resolution and Diffusion ICCV 2025 Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025 Adversarial Robust Generalization of Graph Neural Networks ICML 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 Adversarial Robustness via Deformable Convolution with Stochasticity ICML 2025 Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step ICLR 2025 Adversarial Tokenization ACL 2025 Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data ICLR 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 Adversarial Training in High-Dimensional Regression: Generated Data and Neural Networks AISTATS 2025 Adversarial Training May Induce Deteriorating Distributions UAI 2025 Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025 AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models ICML 2025 AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption ICLR 2025 A Dynamic Penalization Framework for Online Rank-1 Semidefinite Programming Relaxations L4DC 2025 A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025